Ramsay Generale Stock Forecast - 20 Period Moving Average

GDS Stock  EUR 11.30  0.55  4.64%   
The 20 Period Moving Average forecasted value of Ramsay Generale De on the next trading day is expected to be 11.96 with a mean absolute deviation of 0.95 and the sum of the absolute errors of 39.04. Ramsay Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ramsay Generale stock prices and determine the direction of Ramsay Generale De's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ramsay Generale's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A commonly used 20-period moving average forecast model for Ramsay Generale De is based on a synthetically constructed Ramsay Generaledaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Ramsay Generale 20 Period Moving Average Price Forecast For the 1st of December

Given 90 days horizon, the 20 Period Moving Average forecasted value of Ramsay Generale De on the next trading day is expected to be 11.96 with a mean absolute deviation of 0.95, mean absolute percentage error of 1.16, and the sum of the absolute errors of 39.04.
Please note that although there have been many attempts to predict Ramsay Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Ramsay Generale's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ramsay Generale Stock Forecast Pattern

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Ramsay Generale Forecasted Value

In the context of forecasting Ramsay Generale's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Ramsay Generale's downside and upside margins for the forecasting period are 10.06 and 13.86, respectively. We have considered Ramsay Generale's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
11.30
11.96
Expected Value
13.86
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Ramsay Generale stock data series using in forecasting. Note that when a statistical model is used to represent Ramsay Generale stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria81.4972
BiasArithmetic mean of the errors 0.6038
MADMean absolute deviation0.9523
MAPEMean absolute percentage error0.0782
SAESum of the absolute errors39.045
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Ramsay Generale De 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Ramsay Generale

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ramsay Generale De. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
9.4011.3013.20
Details
Intrinsic
Valuation
LowRealHigh
8.3910.2912.19
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.2011.6412.08
Details

Other Forecasting Options for Ramsay Generale

For every potential investor in Ramsay, whether a beginner or expert, Ramsay Generale's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Ramsay Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Ramsay. Basic forecasting techniques help filter out the noise by identifying Ramsay Generale's price trends.

Ramsay Generale Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Ramsay Generale stock to make a market-neutral strategy. Peer analysis of Ramsay Generale could also be used in its relative valuation, which is a method of valuing Ramsay Generale by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Ramsay Generale De Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Ramsay Generale's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Ramsay Generale's current price.

Ramsay Generale Market Strength Events

Market strength indicators help investors to evaluate how Ramsay Generale stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Ramsay Generale shares will generate the highest return on investment. By undertsting and applying Ramsay Generale stock market strength indicators, traders can identify Ramsay Generale De entry and exit signals to maximize returns.

Ramsay Generale Risk Indicators

The analysis of Ramsay Generale's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Ramsay Generale's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ramsay stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Ramsay Stock

Ramsay Generale financial ratios help investors to determine whether Ramsay Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Ramsay with respect to the benefits of owning Ramsay Generale security.